no code implementations • 24 Jan 2025 • Xiaoyu Liang, Chaofeng Guan, Jiaying Lu, Huiyao Chen, Huan Wang, Haoji Hu
Vision-Language Models (VLMs) have achieved notable success in multimodal tasks but face practical limitations due to the quadratic complexity of decoder attention mechanisms and autoregressive generation.
1 code implementation • 20 Sep 2024 • Ming Wang, Yuanzhong Liu, Xiaoyu Liang, YiJie Huang, Daling Wang, Xiaocui Yang, Sijia Shen, Shi Feng, XiaoMing Zhang, Chaofeng Guan, Yifei Zhang
LLMs have demonstrated commendable performance across diverse domains.
no code implementations • 30 Jul 2024 • Chaofeng Guan, Yaohui Zhu, Yu Bai, Lingyun Wang
This kind of category descriptions contain the characteristics of the aspect categories, guiding the construction of discriminative category prototypes.
4 code implementations • 26 Feb 2024 • Ming Wang, Yuanzhong Liu, Xiaoyu Liang, Songlian Li, YiJie Huang, XiaoMing Zhang, Sijia Shen, Chaofeng Guan, Daling Wang, Shi Feng, Huaiwen Zhang, Yifei Zhang, Minghui Zheng, Chi Zhang
Experiments illustrate that LangGPT significantly enhances the performance of LLMs.